from src.visualize import *
from src.model import *

if __name__ == "__main__":
    data = ValidateData(use_cv=False)
    PyODModel.validate(data)


'''
[StackModel] done upper_model
Cross-validate: {'acc': 0.925439286650931, 'cll': 1.0812414198122817, 'bll': 0.6183954995665262}

[ResampleEnsemble]
Cross-validate: {'acc': 0.9319171256228692, 'cll': 0.2983648694433091, 'bll': 0.1726897891536765}
'''
